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Studying the use of popular destinations to enhance Web search interaction (2007)

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by Ryen W. White
Venue:ACM SIGIR '07. ACM
Citations:44 - 10 self
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BibTeX

@INPROCEEDINGS{White07studyingthe,
    author = {Ryen W. White},
    title = {Studying the use of popular destinations to enhance Web search interaction},
    booktitle = {ACM SIGIR '07. ACM},
    year = {2007},
    pages = {159--166},
    publisher = {Press}
}

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Abstract

We present a novel Web search interaction feature which, for a given query, provides links to websites frequently visited by other users with similar information needs. These popular destinations complement traditional search results, allowing direct navigation to authoritative resources for the query topic. Destinations are identified using the history of search and browsing behavior of many users over an extended time period, whose collective behavior provides a basis for computing source authority. We describe a user study which compared the suggestion of destinations with the previously proposed suggestion of related queries, as well as with traditional, unaided Web search. Results show that search enhanced by destination suggestions outperforms other systems for exploratory tasks, with best performance obtained from mining past user behavior at query-level granularity.

Citations

1216 Term-weighting approaches in automatic text retrieval - Salton, Buckley - 1988
235 Analysis of a very large web search engine query log - Silverstein, Marais, et al. - 1999
165 Improving web search ranking by incorporating user behavior information - Agichtein, Brill, et al. - 2006
151 A case for interaction: a study of interactive information retrieval behavior and effectiveness - Koenemann, Belkin - 1996
138 Footprints: history-rich tools for information foraging - Wexelblat, Maes - 1999
124 Generating query substitutions - Jones, Rey, et al. - 2006
119 Query chains: Learning to rank from implicit feedback - Radlinski, Joachims - 2005
83 Using terminological feedback for web search refinement: a log-based study - Anick - 2003
82 Orienteering in an information landscape: how information seekers get from here to there. INTERCHI - O’Day, Jeffries - 1993
67 Experimental components for the evaluation of interactive information retrieval systems - Borlund - 2000
50 Investigating behavioral variability in web search - White, Drucker - 2007
46 Adaptive Web navigation for wireless devices - Anderson, Domingos, et al.
28 Exploiting Query Repetition and Regularity in an Adaptive Community-Based Web Search Engine. User Modeling and User-Adapted Interaction - Smyth, Balfe, et al.
27 Experiments with interfaces to support query expansion - Beaulieu
26 Models of searching and browsing: Languages, studies, and applications - Downey, Dumais, et al. - 2007
23 Experience with an adaptive indexing scheme - Furnas - 1985
21 Examining the effectiveness of real-time query expansion - White, Marchionini - 2006
20 US versus European Web searching trends - Spink, Ozmutlu, et al. - 2002
16 Multitasking during web search sessions - Spink, Park, et al. - 2006
14 The TREC interactive tracks: Putting the user into search - Dumais, Belkin - 2005
3 Harabagiu: FERRET: Interactive QuestionAnswering for Real-World Environments - Hickl, Wang, et al. - 2006
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